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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "They have no rights to …" 837 comments · Page 28 of 34
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question 215. One time only—yes, one time only. Then I took the test, and on my first attempt I passed with 15 correct answers out of 20. I honestly can’t believe it. I didn’t realize how much I knew until I was sitting there answering the questions. About 50% of them came directly from the first 215 questions in the video. I am truly, deeply grateful to everyone who worked on this video. It’s not just good—it’s amazing. After nine years of struggle with this citizenship journey, I finally feel like I can breathe… like I can fly a little. Thank you all, from the bottom of my heart. 🤍
Identity Attack0.0037922803
Insult0.020256994
Profanity0.021603432
Threat0.007573096
Severe Toxicity0.0016975403
Low Tox 0.044636376 Constructive 0.713 Personal_Narrative
Jan 25, 2026 4 likes Canadian Citizenship Test 2025 – …
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll …
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll back" their beliefs to a previous version, if even one or two charismatic new immigrants start fomenting those beliefs. The very thing could undermine itself, so there should be tighter bordres. The people who've been there since 1979 don't have to leave.
Identity Attack0.028886627
Insult0.016860934
Profanity0.010245483
Threat0.0067186756
Severe Toxicity0.0012588501
Low Tox 0.044636376 Constructive 0.551 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
The older gentleman with the cap on backwards was very considerate and polite. He is 100% right in the proper way.
The older gentleman with the cap on backwards was very considerate and polite. He is 100% right in the proper way.
Identity Attack0.004606233
Insult0.019225692
Profanity0.016752819
Threat0.007314181
Severe Toxicity0.0015926361
Low Tox 0.044636376 Constructive 0.622 Solidarity
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
% 100 right,super video.
% 100 right,super video.
Identity Attack0.009619443
Insult0.013250912
Profanity0.025634222
Threat0.013269233
Severe Toxicity0.004348755
Low Tox 0.044388983 Moderate Con 0.46 Meta_Commentary
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
Yeah, right. We are human beings, but please respect and defend Western culture. That's the important thing!
Yeah, right. We are human beings, but please respect and defend Western culture. That's the important thing!
Identity Attack0.026609946
Insult0.013744914
Profanity0.015659723
Threat0.0079873605
Severe Toxicity0.0018310547
Low Tox 0.044388983 Moderate Con 0.333
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
You’re so right, They bring their back worded custom in this country
You’re so right, They bring their back worded custom in this country
Identity Attack0.020882076
Insult0.016024929
Profanity0.01354185
Threat0.0069516995
Severe Toxicity0.0015068054
Low Tox 0.044141594 Moderate Con 0.458
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
This is going to be a lesson to the west as to why far right policies don't work
This is going to be a lesson to the west as to why far right policies don't work
Identity Attack0.011839314
Insult0.01640493
Profanity0.014600786
Threat0.007793174
Severe Toxicity0.001168251
Low Tox 0.043646812 Low Con 0.214
Jan 20, 2026 Why Canada’s immigration system has …
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. …
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. We all agree to that.
Identity Attack0.020580608
Insult0.014390918
Profanity0.010587076
Threat0.006925808
Severe Toxicity0.0011873245
Low Tox 0.043399423 Constructive 0.67 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
When a government funded news media tells you the government is right you should think loooong and hard in order to believe it! Then think when a government funded news mediq told you the governemnt …
When a government funded news media tells you the government is right you should think loooong and hard in order to believe it! Then think when a government funded news mediq told you the governemnt was NOT right. That's right - NEVER!
Identity Attack0.0035147965
Insult0.02173949
Profanity0.013951761
Threat0.0062267366
Severe Toxicity0.0009965897
Low Tox 0.043399423 Low Con 0.267
May 12, 2018 How much do refugees and …
The issue is not an influx of any particular culture, nationality, or race. The issue is a lack of prosecution for immigration infractions. If you are in Canada legally, you have every right to be …
The issue is not an influx of any particular culture, nationality, or race. The issue is a lack of prosecution for immigration infractions. If you are in Canada legally, you have every right to be made to feel as welcome as any other Canadian. If you have overstayed a visa, or do not have legal cause to be here, deportation on your own dollar.
Identity Attack0.025404079
Insult0.013174911
Profanity0.010108846
Threat0.0074954215
Severe Toxicity0.0012016296
Low Tox 0.042657252 Constructive 0.535 Policy_Critique
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
And how is it right a lot of the cultures don't care about each other and we do and to all true Canadians don't let them change us be caring sympathetic and care about each …
And how is it right a lot of the cultures don't care about each other and we do and to all true Canadians don't let them change us be caring sympathetic and care about each other and believe in Jesus
Identity Attack0.023997234
Insult0.01640493
Profanity0.013029462
Threat0.005854546
Severe Toxicity0.0011587143
Low Tox 0.042657252 Constructive 0.711
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
men with bike is 100 procent right !!! we love u :D
men with bike is 100 procent right !!! we love u :D
Identity Attack0.011543332
Insult0.014086916
Profanity0.018529098
Threat0.008789998
Severe Toxicity0.002861023
Low Tox 0.04240986 Moderate Con 0.467 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's cheap and the airports right there LOL
It's cheap and the airports right there LOL
Identity Attack0.0026453468
Insult0.017485369
Profanity0.018392462
Threat0.0066280556
Severe Toxicity0.0014877319
Low Tox 0.0414203 Moderate Con 0.347 Humor_Satire
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
The dude with the safety vest is right
The dude with the safety vest is right
Identity Attack0.007547563
Insult0.016936934
Profanity0.019758832
Threat0.008492245
Severe Toxicity0.0021839142
Low Tox 0.041172907 Low Con 0.297
Jan 27, 2026 Inside Canada's Indian Invasion...
Diversity is our strength though right guys??? Right???
Diversity is our strength though right guys??? Right???
Identity Attack0.017063495
Insult0.013554913
Profanity0.015523086
Threat0.0069516995
Severe Toxicity0.0015449524
Low Tox 0.04067813 Moderate Con 0.379 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
You've got a lot to answer for Kenny. Don't pretend your on the right side now.
You've got a lot to answer for Kenny. Don't pretend your on the right side now.
Identity Attack0.0027193425
Insult0.021417208
Profanity0.010194245
Threat0.006246155
Severe Toxicity0.0007867813
Low Tox 0.04067813 Low Con 0.293 Policy_Critique
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
we issued 1 million temp visa to ukranians starting right around when things fell apart ...
we issued 1 million temp visa to ukranians starting right around when things fell apart ...
Identity Attack0.018168874
Insult0.0140109155
Profanity0.01265371
Threat0.008531082
Severe Toxicity0.0013065338
Low Tox 0.040183347 Moderate Con 0.421 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
1. It's not just a right, rather it's a GOD given right. 2. The Government is not just selling the country out, rather, they already sold the country out.
1. It's not just a right, rather it's a GOD given right. 2. The Government is not just selling the country out, rather, they already sold the country out.
Identity Attack0.008361516
Insult0.01465692
Profanity0.013029462
Threat0.006770459
Severe Toxicity0.0011539459
Low Tox 0.03969839 Low Con 0.294 Moral_Argument
Aug 24, 2025 2 likes Why Canadians Are Turning Against …
11:00 can we just talk about the economical and political state of India right now?
11:00 can we just talk about the economical and political state of India right now?
Identity Attack0.021786476
Insult0.011844902
Profanity0.020920247
Threat0.009877442
Severe Toxicity0.0022411346
Low Tox 0.03969839 Moderate Con 0.326 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
We need to have what they need ? How about what we need? I don't care what immigration lawyer says. It's his business. Who said that studying abroad gives you a right to stay there? …
We need to have what they need ? How about what we need? I don't care what immigration lawyer says. It's his business. Who said that studying abroad gives you a right to stay there? Same with temporary workers. It is TEMPORARY. It shouldn't be automatic for students, they get an education and we choose who we want to stay.
Identity Attack0.01555616
Insult0.014808921
Profanity0.012517073
Threat0.0061231707
Severe Toxicity0.00096797943
Low Tox 0.039462693 Constructive 0.646 Policy_Critique
Jan 20, 2026 6 likes Why Canada’s immigration system has …
Allow Canada to have the rights to open carry and bear arms
Allow Canada to have the rights to open carry and bear arms
Identity Attack0.00776955
Insult0.010400894
Profanity0.011663092
Threat0.018882722
Severe Toxicity0.0023555756
Low Tox 0.039462693 Low Con 0.181 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The guy with the bike is actually right and is a legend because he speaks his mind
The guy with the bike is actually right and is a legend because he speaks his mind
Identity Attack0.006881601
Insult0.017012933
Profanity0.01846078
Threat0.008323951
Severe Toxicity0.0020694733
Low Tox 0.037105743 Moderate Con 0.371
Jan 27, 2026 Inside Canada's Indian Invasion...
Right we are. 😡
Right we are. 😡
Identity Attack0.0030708222
Insult0.014352918
Profanity0.019212283
Threat0.008272167
Severe Toxicity0.001964569
Low Tox 0.036870047 Moderate Con 0.363 Meta_Commentary
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
Identity Attack0.02439919
Insult0.012148905
Profanity0.012073003
Threat0.006440342
Severe Toxicity0.0012683868
Low Tox 0.036162965 Constructive 0.668
Nov 26, 2025 Inside Canada's Indian Metropolis (Brampton)

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.